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Workflows

Complete end-to-end workflows that combine multiple SOPs for common use cases.

Available Workflows

WorkflowDescriptionComplexity
001: Self-Evolving LoopCore autonomous improvement loopAdvanced
002: Model ComparisonCompare models systematicallyMedium
003: Continuous MonitoringProduction quality trackingMedium
004: Production DeploymentDeploy optimized agentsAdvanced

Workflow Selection Guide

┌─────────────────────────────────────────────────────────────────────┐
│                    WORKFLOW SELECTION                               │
├─────────────────────────────────────────────────────────────────────┤
│                                                                      │
│  What's your goal?                                                   │
│                                                                      │
│  ┌──────────────────┐                                               │
│  │ Improve prompts  │──► Workflow 001: Self-Evolving Loop           │
│  │ autonomously     │                                               │
│  └──────────────────┘                                               │
│                                                                      │
│  ┌──────────────────┐                                               │
│  │ Compare GPT-5 vs │──► Workflow 002: Model Comparison             │
│  │ GPT-4.1, etc.    │                                               │
│  └──────────────────┘                                               │
│                                                                      │
│  ┌──────────────────┐                                               │
│  │ Monitor quality  │──► Workflow 003: Continuous Monitoring        │
│  │ over time        │                                               │
│  └──────────────────┘                                               │
│                                                                      │
│  ┌──────────────────┐                                               │
│  │ Deploy to        │──► Workflow 004: Production Deployment        │
│  │ production       │                                               │
│  └──────────────────┘                                               │
│                                                                      │
└─────────────────────────────────────────────────────────────────────┘

Prerequisites

Before starting any workflow, ensure you have completed:

Workflow Dependencies

┌─────────────────────────────────────────────────────────────────────┐
│                    WORKFLOW DEPENDENCIES                            │
├─────────────────────────────────────────────────────────────────────┤
│                                                                      │
│  Workflow 001 ─────────────────────────────────────────────────────►│
│  (Self-Evolving)     Core loop, can run independently               │
│                                                                      │
│  Workflow 002 ─────────────────────────────────────────────────────►│
│  (Model Comparison)  Extends Workflow 001 with model variations     │
│                                                                      │
│  Workflow 003 ───────────────────► Requires: Workflow 001           │
│  (Monitoring)         or deployed agent baseline                    │
│                                                                      │
│  Workflow 004 ───────────────────► Requires: Workflow 001           │
│  (Deployment)         completed optimization cycle                  │
│                                                                      │
└─────────────────────────────────────────────────────────────────────┘

Based on OpenAI Cookbook - Bain & OpenAI Collaboration